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Fixed-Time Fuzzy Control for a Class of Nonlinear Systems
Sun, Yumei1; Wang, Fang1; Liu, Zhi2; Zhang, Yun2; Chen, C. L.Philip3,4
2022-05-01
Source PublicationIEEE Transactions on Cybernetics
ABS Journal Level3
ISSN2168-2267
Volume52Issue:5Pages:3880-3887
Abstract

Fixed-time tracking control is considered for a class of nonlinear systems in this article. Different from the conventional literature on fixed-time control studies, in this article, the nonlinearities of systems are all completely unknown. Fuzzy-logic systems are utilized to model these unknown nonlinearities. To deal with the fixed-time control under the approximation errors, three steps are taken. First, a new criterion of fixed-time stability is developed; second, a new fixed-time control scheme is proposed, which is different from the existing adaptive design method; and third, to analyze the fixed-time stability of the system, two novel inequalities are established. It shows that the proposed fuzzy control scheme can guarantee system performance in a fixed time, and the upper bound of the settling time only depends on the design parameters.

KeywordAdaptive Fuzzy Control Backstepping Fixed-time Control Nonlinear Systems
DOI10.1109/TCYB.2020.3018695
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS IDWOS:000798227800113
Scopus ID2-s2.0-85107449037
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Shandong University of Science and Technology, College of Mathematics and Systems Science, Qingdao, 266590, China
2.Guangdong University of Technology, Faculty of Automation, Guangzhou, 510006, China
3.University of Macau, Faculty of Science and Technology, Macau, 99999, Macao
4.South China University of Technology, School of Computer Science and Engineering, Guangzhou, 510006, China
Recommended Citation
GB/T 7714
Sun, Yumei,Wang, Fang,Liu, Zhi,et al. Fixed-Time Fuzzy Control for a Class of Nonlinear Systems[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 3880-3887.
APA Sun, Yumei., Wang, Fang., Liu, Zhi., Zhang, Yun., & Chen, C. L.Philip (2022). Fixed-Time Fuzzy Control for a Class of Nonlinear Systems. IEEE Transactions on Cybernetics, 52(5), 3880-3887.
MLA Sun, Yumei,et al."Fixed-Time Fuzzy Control for a Class of Nonlinear Systems".IEEE Transactions on Cybernetics 52.5(2022):3880-3887.
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